What is an LLM and how does it work?

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An LLM, or Large Language Model, is a type of artificial intelligence model designed to understand and generate human language. It works by using deep learning techniques to analyze vast amounts of text data, learning patterns, and structures in language. This allows LLMs to perform tasks such as text generation, translation, and summarization. LLMs are trained on diverse datasets, enabling them to predict the next word in a sentence based on context, making them powerful tools for various language-related applications.

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    By Andrei Daniel P.

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    10 years of experience

My name is Andrei Daniel P. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: API Development, Custom PHP, Laravel, Application Performance Monitoring Software, New Relic, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Reggio Emilia real estate portal for listings valuations, and ads, Italian site for fast access to local government services and payments, Production ready Docker Compose stack for Laravel with Traefik, Monitoring and Observability setup and maintenance for Saas project, Monitoring and Observability setup and maintenance for Saas project, etc.. I am based in Rio Saliceto, Italy. I've successfully completed 15 projects while developing at Softaims.

I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers.

I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined.

My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

Previously worked at:Reply S.p.A.

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Profile of Rishi Raj B., Lead Software Engineer - AI, Automation and LLM Platforms at Softaims
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Rishi Raj B., Lead Software Engineer - AI, Automation and LLM Platforms at Softaims

Rishi Raj B.

India

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Timezone: UTC-04:00UTC-04:00
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Agra
Rishi Raj B. | SoftaimsMember Since 2012
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LLM PromptAI Agent DevelopmentAI DevelopmentAI Platformn8nClaudeVector DatabaseHugging FaceAutomated WorkflowLangChainPineconeComputer VisionPythonOpenAI APIAmazon CodeWhispererOpenAI CodexAider

My name is Rishi Raj B. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, AI Development, AI Platform, LLM Prompt, n8n, etc.. I hold a degree in , Master of Computer Applications (MCA), Bachelor's degree. Some of the notable projects I've worked on include: AI-driven Customer Support Agents (Voice/Chat), HealthCare (FHIR) System - Infrastructure Setup, Automation using IaC, Securing Web Application via VPC, Firewalls, Subnets, ACLs, Automation of SAML Authentication for AWS/GCP via Okta using IaC, SAML-SSO Authentication System using Cognito/Okta/Pulumi, etc.. I am based in Agra, India. I've successfully completed 18 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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Profile of Lekha G., Junior Mobile Engineer - AI, React Native and App Development at Softaims
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Lekha G., Junior Mobile Engineer - AI, React Native and App Development at Softaims

Lekha G.

India

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Chandigarh
Lekha G. | SoftaimsMember Since 2025
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My name is Lekha G. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Android App Development, iOS Development, App Development, Web Development, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: QualiTime.ai, Kiindred: Pregnancy & Baby App, Shop My Influence, Kin AI, Clozzie, etc.. I am based in Chandigarh, India. I've successfully completed 10 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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1 Year
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Techwin Labs LLP
Profile of Himanshu B., Senior Full-Stack Engineer - React, Python and AI Platforms at Softaims
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Himanshu B., Senior Full-Stack Engineer - React, Python and AI Platforms at Softaims

Himanshu B.

India

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Indore
Himanshu B. | SoftaimsMember Since 2021
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LLM Prompt EngineeringReactPHPPythonChatbotAPI DevelopmentChatGPTDjangoOpenAI Codex PromptOCR AlgorithmTensorFlowOpenAPIAWS LambdaKnowledge GraphNeo4j

My name is Himanshu B. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: React, PHP, Python, Chatbot, API Development, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Customer service AI Agent development, Ordering app work using react.js, Medical AI chatbot work using ChatGPT, AWS Bedrock work, AI Developer Needed to Improve, etc.. I am based in Indore, India. I've successfully completed 10 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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4 years
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$25
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Profile of Mandip R., Senior Full-Stack Engineer - AI, Cloud and Modern Frameworks at Softaims
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Mandip R., Senior Full-Stack Engineer - AI, Cloud and Modern Frameworks at Softaims

Mandip R.

United States

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Stockton
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LLM Prompt EngineeringNext.jsAngularJSNode.jsVue.jsReactPythonFlaskPHPTailwind CSSTensorFlowNumPyMachine LearningTypeScriptJavaScriptGamesTailwindcssReact NativeNextjs

My name is Mandip R. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Next.js, AngularJS, node.js, vue.js, React, etc.. I hold a degree in , Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Total Video Production - Editing, Production, Scripting, and Voiceover, Logo Design - Basketball Teams, Paintbrush Characters - Graphic Design, Ecommerce Website - GLAD Gift Shop, Website Development - Dreamerz Only Inc. I am based in Stockton, United States. I've successfully completed 5 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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5 years
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Full-time
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$65
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Google
Profile of Tushar K., Junior Software Engineer - Backend, Cloud and AI Platforms at Softaims
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Tushar K., Junior Software Engineer - Backend, Cloud and AI Platforms at Softaims

Tushar K.

India

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Mohali
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My name is Tushar K. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Python, Django, FastAPI, Flask, API Integration, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: AI-powered Outreach Platform, AI Voice Sales Agent, Crypto rewards platform, Fitness and Health data Platform, End-to-End Travel Platform. I am based in Mohali, India. I've successfully completed 5 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Profile of Hitesh K., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims
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Hitesh K., Senior Software Engineer - AI, Cloud and Generative AI Platforms at Softaims

Hitesh K.

United States

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Schaumburg
Hitesh K. | SoftaimsMember Since 2022
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My name is Hitesh K. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: AI Development, Machine Learning, Conversational AI, Chatbot Development, AI Agent Development, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: TejRe, Shake Hands, PhonePe, Zoice – Conversational AI Voice Bot Platform, AI Humanizer Pro – Academic Content Detector & Humanizer, etc.. I am based in Schaumburg, United States. I've successfully completed 11 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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4 years
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Profile of Abid H., Senior Software Engineer - AI, Machine Learning and NLP Platforms at Softaims
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Softaims
Abid H., Senior Software Engineer - AI, Machine Learning and NLP Platforms at Softaims

Abid H.

Thailand

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Bangkok
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My name is Abid H. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Natural Language Processing, Chatbot Development, LLM Prompt Engineering, LangChain, Artificial Intelligence, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: Sesame-HR Chatbot, AIVA Reat Estate Bot, Robie The Robot, Live NBA Prediction Model Development, Resume Recommendation Engine, etc.. I am based in Bangkok, Thailand. I've successfully completed 10 projects while developing at Softaims. My passion is building solutions that are not only technically sound but also deliver an exceptional user experience (UX). I constantly advocate for user-centered design principles, ensuring that the final product is intuitive, accessible, and solves real user problems effectively. I bridge the gap between technical possibilities and the overall product vision. Working within the Softaims team, I contribute by bringing a perspective that integrates business goals with technical constraints, resulting in solutions that are both practical and innovative. I have a strong track record of rapidly prototyping and iterating based on feedback to drive optimal solution fit. I'm committed to contributing to a positive and collaborative team environment, sharing knowledge, and helping colleagues grow their skills, all while pushing the boundaries of what's possible in solution development.

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5 years
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$40
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CUSTOM HOUSE
Profile of Surmukh S., Lead Software Engineer - AI, Web and Generative AI Platforms at Softaims
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Softaims
Surmukh S., Lead Software Engineer - AI, Web and Generative AI Platforms at Softaims

Surmukh S.

India

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Timezone: UTC+05:30UTC+05:30
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Mohali
Surmukh S. | SoftaimsMember Since 2016
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LLMLLM PromptPythonChatbotAI BotChatGPTArtificial IntelligenceWeb DevelopmentGenerative AILarge Language ModelChatbot DevelopmentArtificial Neural NetworkAI ImplementationAI DevelopmentMachine LearningAI Agent DevelopmentCursorWindsurfFirebase Studio

My name is Surmukh S. and I have over 9 years of experience in the tech industry. I specialize in the following technologies: Python, Chatbot, AI Bot, ChatGPT, Artificial Intelligence, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Elyments The Social App, Hrexia (Orthorexia) - Health App, Prism A Project Management App, Artha, We sell Restaurants, etc.. I am based in Mohali, India. I've successfully completed 10 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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9 years
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As Needed - Open to Offers
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$25
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Cerebrum Infotech
Profile of Piyush Nandkishore H., Junior Full-Stack Engineer - React, Node and AI Platforms at Softaims
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Piyush Nandkishore H., Junior Full-Stack Engineer - React, Node and AI Platforms at Softaims

Piyush Nandkishore H.

India

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Kalaburagi
Piyush Nandkishore H. | SoftaimsMember Since 2024
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LLM Prompt EngineeringWeb DevelopmentCRM DevelopmentReactFront-End DevelopmentBack-End DevelopmentFirebaseNode.jsNext.jsFastAPIAI Agent DevelopmentLangChainAutomationAI DevelopmentFull-Stack DevelopmentAugment CodeCodevCodeGeeX

My name is Piyush Nandkishore H. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Web Development, CRM Development, React, Front-End Development, Back-End Development, etc.. I hold a degree in Bachelor of Technology (BTech). Some of the notable projects I've worked on include: Backend Engine For Visa Application Platform, Marketplace Platform, Sales CRM, Website Builder From Scratch, DeStreet - Decentralized Finance Platform. I am based in Kalaburagi, India. I've successfully completed 5 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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1 year
Availability
More than 30 hrs/week
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$40
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Factory Technologies
Profile of Maksim D., Lead Software Engineer - Cloud, AI and Mobile Platforms at Softaims
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Softaims
Maksim D., Lead Software Engineer - Cloud, AI and Mobile Platforms at Softaims

Maksim D.

Portugal

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Timezone: UTC+01:00UTC+01:00
Country: PortugalPortugal
Matosinhos
Maksim D. | SoftaimsMember Since 2014
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LLM Prompt EngineeringNode.jsJavaScriptReactTypeScriptFront-End DevelopmentMobile App DevelopmentReact NativeData VisualizationGraphQLOpenAI APILangChainFastAPIGoogle CloudNextjsFrontend

My name is Maksim D. and I have over 11 years of experience in the tech industry. I specialize in the following technologies: node.js, JavaScript, React, TypeScript, Front-End Development, etc.. I hold a degree in . Some of the notable projects I’ve worked on include: GeoSpectral (GeoField) – Geospatial Web App MVP, Social Network mobile application for a hospitals network, Cinema booking desktop app, Wall panels constructor. I am based in Matosinhos, Portugal. I've successfully completed 4 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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11 years
Availability
Full-time
Hourly Rate
$45
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Talkdesk

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